Trace — Closing the Loop for Dental Specialists

This is the first entry in a running log I am keeping as I build a referral coordination product for dental specialists. I'm publishing as I go and intentionally including the parts that are still unresolved rather than waiting for a finished result. Future entries in this product blog will cover positioning, competitive landscape, MVP design, and some of the pilot results as they happen. I'm doing this as part of my efforts to build in public, but also to help me understand and look back on the process.

My wife and father-in-law both work in dentistry, which is how I first heard about this problem. Everything below comes from direct conversations with dental offices that I've had since identifying the problem first-hand, not from my second-hand exposure.

The problem

When a general dentist finds something outside their scope doing a routine exam, this could be a case for oral surgery, orthodontics, periodontics, etc. They refer the patient to a specialist. In nearly every office that I've talked to, that referral happens the same way it has for years: a business card handed across the counter or a name given verbally.

From that point forward, the entire burden of follow-through sits with the patient. There is no reminder system, no accountability, no visibility for either practice once the patient walks out the door. If the patient that is given the referral doesn't call to schedule, nobody at either office even notices. It's important to note that the referral was made. The dentist did their job correctly. This isn't a demand problem, but rather it's an execution problem. The process infrastructure that should exist between referral made and patient seen currently doesn't exist or is underperforming.

Why this cuts both ways

Obviously, the loser when a referral falls through the cracks is the receiving specialist. A patient who should have been there never shows up, and they lose revenue. The referring office also has a stake in this too. A general practice who diagnoses a problem and sends a patient elsewhere has put their clinical judgment behind that recommendation. If the patient never follows through, the condition can worsen. This leads to a bigger headache for the GP only when the patient comes back with a bigger problem. Any solution that is only built around the receiving end of a referral is only solving half the issue.

Visibility before revenue

Of the offices that I have spoken to, many have raised the same version of the same issue. They don't actually know how many referrals they are getting or how many of those never convert into a scheduled visit. They have no visibility into the referral process. These offices have said that they want visibility. They want to know how much money is falling through the cracks so that they can then address it.

You can't fix a leak that you cannot see. Before any features like AI-generated case summaries or automated patient reminders have value, the first job of our product is just making the size of the leak visible — showing any office, for the first time, the actual gap between referrals sent and patients scheduled.

Why this gap has persisted

There are referral coordination tools that already exist, but they're mainly embedded inside large corporate dental networks. This is because they share the same IT systems, they share incentive structures, and there's no cross-practice trust problem.

But when I speak to offices, they mention that the referrals actually come from offices that are outside their network. They want a system that helps them manage their referrals, but they simply don't have anything outside of their network.